HMM: Hybrid Motion Model for Multiple Object Tracking

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

HMM

Detector:

Public

Description:

Reference:

Last submitted:

November 27, 2020 (4 months ago)

Published:

November 27, 2020 at 06:40:21 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3.6Ghz, 8 Core

Runtime:

5,728.1 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1754.563.248.477.2572 (24.3)895 (38.0)22,756232,98158.793.653.244.256.977.847.075.080.21.31,172 (20.0)2,413 (41.1)

Detailed performance:

Sequence MOTA IDF1 HOTA MOTP MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM46.261.445.772.27111733,29249.094.859.235.462.673.636.971.476.40.4530
MOT17-01-FRCNN29.956.946.576.2991,6912,82056.368.259.936.465.175.046.055.878.73.8930
MOT17-01-SDP50.366.550.075.11151,0692,11967.180.258.143.262.174.251.761.878.42.42044
MOT17-03-DPM60.668.450.276.346233,14037,88563.895.552.848.155.479.050.675.779.62.1172358
MOT17-03-FRCNN61.469.051.577.448272,35537,89263.896.654.848.757.879.751.177.480.61.6132206
MOT17-03-SDP76.273.558.178.681172,48922,25778.797.156.060.558.480.163.878.781.51.7171323
MOT17-06-DPM49.657.144.475.3511144535,45253.793.350.439.464.465.141.872.678.80.43260
MOT17-06-FRCNN55.262.149.478.970768404,39462.789.851.847.464.367.351.774.181.30.751115
MOT17-06-SDP58.364.950.477.985718813,96666.389.952.348.864.468.053.672.680.60.762104
MOT17-07-DPM43.653.139.575.36255638,91147.393.444.435.347.177.137.073.278.41.147105
MOT17-07-FRCNN36.847.136.475.67171,0069,60643.187.942.032.045.174.734.369.978.72.060147
MOT17-07-SDP49.957.243.877.314178337,56655.291.846.541.449.777.344.373.780.21.758116
MOT17-08-DPM32.548.940.978.919351,39112,81939.385.755.830.159.877.232.470.680.82.25062
MOT17-08-FRCNN29.542.537.078.3133889013,96533.988.952.626.158.373.527.672.681.21.43160
MOT17-08-SDP38.150.742.878.9223493012,09142.890.755.733.160.675.835.174.481.11.55988
MOT17-12-DPM45.961.745.876.819413554,32550.192.456.237.460.475.439.773.379.80.4832
MOT17-12-FRCNN39.153.442.178.713474764,79244.789.152.034.256.375.336.673.081.10.51431
MOT17-12-SDP46.160.347.179.216414984,15652.090.156.339.559.977.942.773.982.00.61538
MOT17-14-DPM30.444.932.175.9109819412,64431.696.843.324.045.278.624.775.579.50.32357
MOT17-14-FRCNN26.143.031.572.010821,63911,94935.479.938.526.142.069.428.163.675.52.268203
MOT17-14-SDP40.252.137.173.8156789010,08045.590.442.832.645.874.734.869.377.81.285204

Raw data: